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Amaya, Edna Johanna Chaparro; Restrepo-Calle, Felipe; Ramírez-Echeverry, Jhon J. – Journal of Information Technology Education: Research, 2023
Aim/Purpose: This article proposes a framework based on a sequential explanatory mixed-methods design in the learning analytics domain to enhance the models used to support the success of the learning process and the learner. The framework consists of three main phases: (1) quantitative data analysis; (2) qualitative data analysis; and (3)…
Descriptors: Learning Analytics, Guidelines, Student Attitudes, Learning Processes
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Natsis, Antonis; Papadopoulos, Pantelis M.; Obwegeser, Nikolaus – Journal of Information Technology Education: Research, 2018
Aim/Purpose: This study aimed to explore whether students' self-reported use of various learning strategies affected their perceptions on different course activities as well as their perceived performance in terms of both cognitive learning outcomes and general skills. Background: In a highly active learning environment that incorporates research…
Descriptors: Information Systems, Student Attitudes, Learning Strategies, Skill Development